Data skeletons: simultaneous estimation of multiple quantiles for massive streaming datasets with applications to density estimation.
James P. McDermottGutti Jogesh BabuJohn C. LiechtyDennis K. J. LinPublished in: Stat. Comput. (2007)
Keyphrases
- density estimation
- data analysis
- probability density
- data distribution
- data sets
- mixture model
- training data
- statistical analysis
- databases
- data points
- density function
- detection algorithm
- data mining techniques
- labeled data
- prior knowledge
- data streams
- clustering algorithm
- image processing
- information retrieval
- machine learning
- kernel density estimation